The new application of human-machine collaboration in a video gaming environment is making a difference to the critical health challenge of age-related vision loss.
Age Related Macular Degeneration (AMD) - Causes, Symptoms, Diagnosis, Treatment & Prevention
Age related macular degeneration is a disease of the elderly, wherein the macula or the central part of the retina gets affected, leading to loss of vision.
Age related macular degeneration is a disease of the elderly, wherein the macula or the central part of the retina gets affected, leading to loss of vision.
‘Injecting the machine learning process into medical imaging can identify eye diseases more accurately.’
To assist RETINA, BALANCED created and crowd-sourced an original video game, Eye in the Sky: Defender.The game uses optical coherence tomography (OCT) retinal images embedded in the game’s environment to create human-computational image segmentation. As players predict the path of the alien force in the game, they unknowingly learn to trace lines used to perform diagnostic measurements of OCT retinal scans and create new datasets.
When integrated with BALANCED’s HEWMEN® artificial intelligence (AI) platform, these new datasets were used by experts at RETINA and researchers at SMU to provide the information needed to train a machine learning (ML) algorithm to analyze OCT images more accurately and precisely.
Gene Therapy for Macular Degeneration
Gene therapy gives new hope for age-related blindness. Scientists were able to deliver the gene for a retinal opsin into the genome of ganglion cells using an adeno-associated viral vector. The blind ganglion cells were restored and became sensitive to light.
Gene therapy gives new hope for age-related blindness. Scientists were able to deliver the gene for a retinal opsin into the genome of ganglion cells using an adeno-associated viral vector. The blind ganglion cells were restored and became sensitive to light.
By leveraging this sophisticated level of human-in-the-loop (HITL) computational model, as well as human computational gaming (HCG), it’s now possible to use AI to quickly analyze millions of individual datasets (retinal images) to detect patterns and pathologies that would have been impossible or impractical given the scope.
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Age-related Macular Degeneration Beyond Single Treatment Mode
The research report establishes that drugs targeting immune pathways to prevent retinal tissue loss in age-related macular degeneration are ineffective as monotherapies.
The research report establishes that drugs targeting immune pathways to prevent retinal tissue loss in age-related macular degeneration are ineffective as monotherapies.
With this technology we are seeing substantial improvements to image analysis, decreasing our time and cost, and seeing a significant increase in the number of images processed and associated accuracy and precision of image processing.
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Goji Berries May Protect Against Age-Related Vision Loss
A new study found that a handfulof goji berries five times a week increased the density of protective pigments in the eyes of people aged between 45 and 65 years.
A new study found that a handfulof goji berries five times a week increased the density of protective pigments in the eyes of people aged between 45 and 65 years.
